Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 20336 |
| Missing cells | 222441 |
| Missing cells (%) | 24.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.8 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 39 |
|---|---|
| Unsupported | 1 |
| Categorical | 4 |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Temp has 235 (1.2%) missing values | Missing |
SBP has 258 (1.3%) missing values | Missing |
DBP has 7384 (36.3%) missing values | Missing |
EtCO2 has 20336 (100.0%) missing values | Missing |
BaseExcess has 7684 (37.8%) missing values | Missing |
HCO3 has 535 (2.6%) missing values | Missing |
FiO2 has 8349 (41.1%) missing values | Missing |
pH has 7155 (35.2%) missing values | Missing |
PaCO2 has 7759 (38.2%) missing values | Missing |
SaO2 has 12373 (60.8%) missing values | Missing |
AST has 14443 (71.0%) missing values | Missing |
BUN has 427 (2.1%) missing values | Missing |
Alkalinephos has 14633 (72.0%) missing values | Missing |
Calcium has 3789 (18.6%) missing values | Missing |
Chloride has 542 (2.7%) missing values | Missing |
Creatinine has 461 (2.3%) missing values | Missing |
Bilirubin_direct has 19750 (97.1%) missing values | Missing |
Glucose has 407 (2.0%) missing values | Missing |
Lactate has 12603 (62.0%) missing values | Missing |
Magnesium has 1388 (6.8%) missing values | Missing |
Phosphate has 3650 (17.9%) missing values | Missing |
Potassium has 433 (2.1%) missing values | Missing |
Bilirubin_total has 14566 (71.6%) missing values | Missing |
TroponinI has 19847 (97.6%) missing values | Missing |
Hct has 364 (1.8%) missing values | Missing |
Hgb has 507 (2.5%) missing values | Missing |
PTT has 4496 (22.1%) missing values | Missing |
WBC has 625 (3.1%) missing values | Missing |
Fibrinogen has 17769 (87.4%) missing values | Missing |
Platelets has 585 (2.9%) missing values | Missing |
Unit1 has 9522 (46.8%) missing values | Missing |
Unit2 has 9522 (46.8%) missing values | Missing |
PatientID has unique values | Unique |
EtCO2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
BaseExcess has 1018 (5.0%) zeros | Zeros |
SepsisLabel has 18546 (91.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 10:21:21.381538 |
|---|---|
| Analysis finished | 2021-11-29 10:21:35.408062 |
| Duration | 14.03 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 20336 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10173.60651 |
| Minimum | 1 |
|---|---|
| Maximum | 20643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1017.75 |
| Q1 | 5084.75 |
| median | 10168.5 |
| Q3 | 15252.25 |
| 95-th percentile | 19320.25 |
| Maximum | 20643 |
| Range | 20642 |
| Interquartile range (IQR) | 10167.5 |
Descriptive statistics
| Standard deviation | 5879.461518 |
|---|---|
| Coefficient of variation (CV) | 0.5779132024 |
| Kurtosis | -1.192915145 |
| Mean | 10173.60651 |
| Median Absolute Deviation (MAD) | 5084 |
| Skewness | 0.005160825078 |
| Sum | 206890462 |
| Variance | 34568067.75 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 13556 | 1 | < 0.1% |
| 13563 | 1 | < 0.1% |
| 13562 | 1 | < 0.1% |
| 13561 | 1 | < 0.1% |
| 13560 | 1 | < 0.1% |
| 13559 | 1 | < 0.1% |
| 13558 | 1 | < 0.1% |
| 13557 | 1 | < 0.1% |
| 13555 | 1 | < 0.1% |
| Other values (20326) | 20326 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 20643 | 1 | |
| 20642 | 1 | |
| 20641 | 1 | |
| 20640 | 1 | |
| 20639 | 1 | |
| 20638 | 1 | |
| 20637 | 1 | |
| 20636 | 1 | |
| 20635 | 1 | |
| 20634 | 1 |
HR
Real number (ℝ≥0)
| Distinct | 15835 |
|---|---|
| Distinct (%) | 77.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.54890909 |
| Minimum | 30.25806452 |
|---|---|
| Maximum | 150.8888889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 30.25806452 |
|---|---|
| 5-th percentile | 62.23484848 |
| Q1 | 74.67936623 |
| median | 83.83333333 |
| Q3 | 93.63794926 |
| 95-th percentile | 108.950766 |
| Maximum | 150.8888889 |
| Range | 120.6308244 |
| Interquartile range (IQR) | 18.95858303 |
Descriptive statistics
| Standard deviation | 14.22214204 |
|---|---|
| Coefficient of variation (CV) | 0.1682120111 |
| Kurtosis | 0.1909661708 |
| Mean | 84.54890909 |
| Median Absolute Deviation (MAD) | 9.49122807 |
| Skewness | 0.2977791885 |
| Sum | 1719302.066 |
| Variance | 202.2693241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 21 | 0.1% |
| 80 | 18 | 0.1% |
| 70 | 17 | 0.1% |
| 81 | 17 | 0.1% |
| 83 | 16 | 0.1% |
| 78.5 | 16 | 0.1% |
| 77 | 15 | 0.1% |
| 78 | 15 | 0.1% |
| 74 | 14 | 0.1% |
| 90 | 14 | 0.1% |
| Other values (15825) | 20172 |
| Value | Count | Frequency (%) |
| 30.25806452 | 1 | |
| 35.41025641 | 1 | |
| 39.61904762 | 1 | |
| 40.56140351 | 1 | |
| 41 | 1 | |
| 42.01428571 | 1 | |
| 42.41176471 | 1 | |
| 42.58823529 | 1 | |
| 42.76595745 | 1 | |
| 43.58333333 | 1 |
| Value | Count | Frequency (%) |
| 150.8888889 | 1 | |
| 150.1666667 | 1 | |
| 145.8 | 1 | |
| 145.2586207 | 1 | |
| 145.1538462 | 1 | |
| 144.1829268 | 1 | |
| 143.7826087 | 1 | |
| 142.4375 | 1 | |
| 142.0606061 | 1 | |
| 141.3529412 | 1 |
O2Sat
Real number (ℝ≥0)
| Distinct | 7624 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.20110086 |
| Minimum | 27 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 94.29685185 |
| Q1 | 96.27272727 |
| median | 97.44680851 |
| Q3 | 98.51681034 |
| 95-th percentile | 99.65 |
| Maximum | 100 |
| Range | 73 |
| Interquartile range (IQR) | 2.244083072 |
Descriptive statistics
| Standard deviation | 2.233046467 |
|---|---|
| Coefficient of variation (CV) | 0.02297346889 |
| Kurtosis | 138.6936321 |
| Mean | 97.20110086 |
| Median Absolute Deviation (MAD) | 1.115691489 |
| Skewness | -7.318368528 |
| Sum | 1975515.174 |
| Variance | 4.986496523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 166 | 0.8% |
| 97 | 132 | 0.6% |
| 99 | 102 | 0.5% |
| 98 | 101 | 0.5% |
| 96 | 99 | 0.5% |
| 97.5 | 87 | 0.4% |
| 98.5 | 85 | 0.4% |
| 96.5 | 73 | 0.4% |
| 99.5 | 60 | 0.3% |
| 95 | 53 | 0.3% |
| Other values (7614) | 19366 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 34.25 | 1 | |
| 49 | 1 | |
| 55.5 | 1 | |
| 56.30263158 | 1 | |
| 57.5 | 1 | |
| 61.95454545 | 1 | |
| 65.8 | 1 | |
| 66.25 | 1 | |
| 66.5 | 1 |
| Value | Count | Frequency (%) |
| 100 | 166 | |
| 99.98888889 | 1 | < 0.1% |
| 99.98684211 | 1 | < 0.1% |
| 99.98611111 | 1 | < 0.1% |
| 99.98387097 | 2 | < 0.1% |
| 99.98333333 | 1 | < 0.1% |
| 99.98275862 | 1 | < 0.1% |
| 99.98181818 | 1 | < 0.1% |
| 99.98 | 2 | < 0.1% |
| 99.97959184 | 1 | < 0.1% |
| Distinct | 10695 |
|---|---|
| Distinct (%) | 53.2% |
| Missing | 235 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.91389324 |
| Minimum | 30.5 |
|---|---|
| Maximum | 39.61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 30.5 |
|---|---|
| 5-th percentile | 36.06636364 |
| Q1 | 36.561 |
| median | 36.90285714 |
| Q3 | 37.26333333 |
| 95-th percentile | 37.81818182 |
| Maximum | 39.61 |
| Range | 9.11 |
| Interquartile range (IQR) | 0.7023333333 |
Descriptive statistics
| Standard deviation | 0.5575562462 |
|---|---|
| Coefficient of variation (CV) | 0.01510423847 |
| Kurtosis | 3.197251831 |
| Mean | 36.91389324 |
| Median Absolute Deviation (MAD) | 0.3500571429 |
| Skewness | -0.2923179345 |
| Sum | 742006.1681 |
| Variance | 0.3108689677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.5 | 54 | 0.3% |
| 37 | 54 | 0.3% |
| 36.89 | 54 | 0.3% |
| 36.61 | 48 | 0.2% |
| 36.39 | 46 | 0.2% |
| 36.75 | 37 | 0.2% |
| 36.83333333 | 30 | 0.1% |
| 36.72 | 29 | 0.1% |
| 36.945 | 29 | 0.1% |
| 36.78 | 28 | 0.1% |
| Other values (10685) | 19692 | |
| (Missing) | 235 | 1.2% |
| Value | Count | Frequency (%) |
| 30.5 | 1 | |
| 32.35 | 1 | |
| 32.45636364 | 1 | |
| 32.52 | 1 | |
| 32.75 | 1 | |
| 33.04 | 1 | |
| 33.06842105 | 1 | |
| 33.11666667 | 1 | |
| 33.17 | 1 | |
| 33.3825 | 1 |
| Value | Count | Frequency (%) |
| 39.61 | 1 | |
| 39.385 | 1 | |
| 39.358 | 1 | |
| 39.3475 | 1 | |
| 39.203 | 1 | |
| 39.156 | 1 | |
| 39.154 | 1 | |
| 39.11090909 | 1 | |
| 39.11 | 1 | |
| 39.09142857 | 1 |
| Distinct | 15880 |
|---|---|
| Distinct (%) | 79.1% |
| Missing | 258 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.24809 |
| Minimum | 35 |
|---|---|
| Maximum | 214.8181818 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 97.56234631 |
| Q1 | 108.5416667 |
| median | 118.0976935 |
| Q3 | 130.2128258 |
| 95-th percentile | 150.3529419 |
| Maximum | 214.8181818 |
| Range | 179.8181818 |
| Interquartile range (IQR) | 21.67115909 |
Descriptive statistics
| Standard deviation | 16.44958943 |
|---|---|
| Coefficient of variation (CV) | 0.1367970953 |
| Kurtosis | 0.6297223171 |
| Mean | 120.24809 |
| Median Absolute Deviation (MAD) | 10.55658993 |
| Skewness | 0.5637393354 |
| Sum | 2414341.152 |
| Variance | 270.5889925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 109.5 | 19 | 0.1% |
| 117 | 18 | 0.1% |
| 115.5 | 18 | 0.1% |
| 118.5 | 17 | 0.1% |
| 125 | 17 | 0.1% |
| 116 | 16 | 0.1% |
| 113 | 16 | 0.1% |
| 107.5 | 15 | 0.1% |
| 108 | 15 | 0.1% |
| 119 | 15 | 0.1% |
| Other values (15870) | 19912 | |
| (Missing) | 258 | 1.3% |
| Value | Count | Frequency (%) |
| 35 | 1 | |
| 48.51724138 | 1 | |
| 52.275 | 1 | |
| 57.3125 | 1 | |
| 57.39285714 | 1 | |
| 58.16666667 | 1 | |
| 58.725 | 1 | |
| 63.02439024 | 1 | |
| 63.05 | 1 | |
| 63.15909091 | 1 |
| Value | Count | Frequency (%) |
| 214.8181818 | 1 | |
| 207.0555556 | 1 | |
| 197.7916667 | 1 | |
| 194.6666667 | 1 | |
| 193.3636364 | 1 | |
| 191.8684211 | 1 | |
| 188.245098 | 1 | |
| 187.75 | 1 | |
| 187.6470588 | 1 | |
| 187 | 1 |
| Distinct | 17616 |
|---|---|
| Distinct (%) | 86.6% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.47385076 |
| Minimum | 22 |
|---|---|
| Maximum | 149 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 63.52564938 |
| Q1 | 70.95047619 |
| median | 77.05555556 |
| Q3 | 84.76273148 |
| 95-th percentile | 97.9781875 |
| Maximum | 149 |
| Range | 127 |
| Interquartile range (IQR) | 13.81225529 |
Descriptive statistics
| Standard deviation | 10.78266445 |
|---|---|
| Coefficient of variation (CV) | 0.1374045538 |
| Kurtosis | 1.015771754 |
| Mean | 78.47385076 |
| Median Absolute Deviation (MAD) | 6.766929825 |
| Skewness | 0.6675458805 |
| Sum | 1595687.281 |
| Variance | 116.2658527 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 79 | 17 | 0.1% |
| 73 | 17 | 0.1% |
| 71 | 16 | 0.1% |
| 79.5 | 15 | 0.1% |
| 73.66666667 | 14 | 0.1% |
| 74 | 13 | 0.1% |
| 78 | 13 | 0.1% |
| 76 | 13 | 0.1% |
| 69 | 12 | 0.1% |
| 75 | 12 | 0.1% |
| Other values (17606) | 20192 |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 32.42518519 | 1 | |
| 36.1915 | 1 | |
| 40.63419355 | 1 | |
| 41 | 1 | |
| 41.8 | 1 | |
| 41.917 | 1 | |
| 43.042 | 1 | |
| 43.249 | 1 | |
| 43.5 | 1 |
| Value | Count | Frequency (%) |
| 149 | 1 | |
| 141.5416667 | 1 | |
| 140.0657895 | 1 | |
| 133.1481481 | 1 | |
| 131.75 | 1 | |
| 131.2868 | 1 | |
| 131.1116667 | 1 | |
| 130.09375 | 1 | |
| 129.8125 | 1 | |
| 129.3636364 | 1 |
| Distinct | 9586 |
|---|---|
| Distinct (%) | 74.0% |
| Missing | 7384 |
| Missing (%) | 36.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.1749596 |
| Minimum | 27.33333333 |
|---|---|
| Maximum | 135.7222222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 27.33333333 |
|---|---|
| 5-th percentile | 46.05235369 |
| Q1 | 53.34050325 |
| median | 59.01934524 |
| Q3 | 65.85958501 |
| 95-th percentile | 78.06965409 |
| Maximum | 135.7222222 |
| Range | 108.3888889 |
| Interquartile range (IQR) | 12.51908177 |
Descriptive statistics
| Standard deviation | 9.920291131 |
|---|---|
| Coefficient of variation (CV) | 0.1648574623 |
| Kurtosis | 1.447456563 |
| Mean | 60.1749596 |
| Median Absolute Deviation (MAD) | 6.153132992 |
| Skewness | 0.7141169379 |
| Sum | 779386.0767 |
| Variance | 98.41217612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 26 | 0.1% |
| 59 | 22 | 0.1% |
| 61 | 21 | 0.1% |
| 62 | 21 | 0.1% |
| 60 | 20 | 0.1% |
| 68 | 20 | 0.1% |
| 54 | 19 | 0.1% |
| 63 | 19 | 0.1% |
| 52.5 | 19 | 0.1% |
| 56 | 18 | 0.1% |
| Other values (9576) | 12747 | |
| (Missing) | 7384 |
| Value | Count | Frequency (%) |
| 27.33333333 | 1 | < 0.1% |
| 27.525 | 1 | < 0.1% |
| 28.58333333 | 1 | < 0.1% |
| 29 | 3 | |
| 29.09574468 | 1 | < 0.1% |
| 30.76470588 | 1 | < 0.1% |
| 32.475 | 1 | < 0.1% |
| 32.66666667 | 1 | < 0.1% |
| 32.83333333 | 1 | < 0.1% |
| 32.91363636 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 135.7222222 | 1 | |
| 134 | 1 | |
| 116.5454545 | 1 | |
| 115.8333333 | 1 | |
| 110.75 | 1 | |
| 109.9 | 1 | |
| 108.625 | 1 | |
| 108 | 1 | |
| 107.8 | 1 | |
| 107.1956522 | 1 |
Resp
Real number (ℝ≥0)
| Distinct | 11537 |
|---|---|
| Distinct (%) | 56.8% |
| Missing | 28 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.59127165 |
| Minimum | 7.739130435 |
|---|---|
| Maximum | 41.66666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 7.739130435 |
|---|---|
| 5-th percentile | 13.5625 |
| Q1 | 16.05952381 |
| median | 18.09175084 |
| Q3 | 20.57366558 |
| 95-th percentile | 25.32476351 |
| Maximum | 41.66666667 |
| Range | 33.92753623 |
| Interquartile range (IQR) | 4.514141768 |
Descriptive statistics
| Standard deviation | 3.651738089 |
|---|---|
| Coefficient of variation (CV) | 0.1964221791 |
| Kurtosis | 1.590410436 |
| Mean | 18.59127165 |
| Median Absolute Deviation (MAD) | 2.216750842 |
| Skewness | 0.903422218 |
| Sum | 377551.5446 |
| Variance | 13.33519107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 71 | 0.3% |
| 18 | 62 | 0.3% |
| 17 | 58 | 0.3% |
| 20 | 49 | 0.2% |
| 17.5 | 48 | 0.2% |
| 16.5 | 45 | 0.2% |
| 19 | 44 | 0.2% |
| 15 | 43 | 0.2% |
| 18.5 | 41 | 0.2% |
| 15.5 | 40 | 0.2% |
| Other values (11527) | 19807 |
| Value | Count | Frequency (%) |
| 7.739130435 | 1 | |
| 8.404761905 | 1 | |
| 9 | 1 | |
| 9.2 | 1 | |
| 9.363636364 | 1 | |
| 9.429347826 | 1 | |
| 9.5 | 1 | |
| 9.608695652 | 1 | |
| 9.666666667 | 1 | |
| 9.790816327 | 1 |
| Value | Count | Frequency (%) |
| 41.66666667 | 1 | |
| 40.22222222 | 1 | |
| 39.5 | 1 | |
| 38.15384615 | 1 | |
| 37.91304348 | 1 | |
| 37.75 | 1 | |
| 37.35714286 | 1 | |
| 37.3125 | 1 | |
| 36.87727273 | 1 | |
| 36.75 | 1 |
| Distinct | 1807 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 7684 |
| Missing (%) | 37.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.3804393698 |
| Minimum | -25 |
|---|---|
| Maximum | 25 |
| Zeros | 1018 |
| Zeros (%) | 5.0% |
| Negative | 6636 |
| Negative (%) | 32.6% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | -25 |
|---|---|
| 5-th percentile | -6.153571429 |
| Q1 | -2 |
| median | -0.2857142857 |
| Q3 | 1.2 |
| 95-th percentile | 5.75 |
| Maximum | 25 |
| Range | 50 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 3.825150717 |
|---|---|
| Coefficient of variation (CV) | -10.05456065 |
| Kurtosis | 4.943321824 |
| Mean | -0.3804393698 |
| Median Absolute Deviation (MAD) | 1.714285714 |
| Skewness | -0.0485160246 |
| Sum | -4813.318907 |
| Variance | 14.63177801 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1018 | 5.0% |
| -1 | 486 | 2.4% |
| 1 | 463 | 2.3% |
| -2 | 369 | 1.8% |
| 2 | 321 | 1.6% |
| 3 | 251 | 1.2% |
| -3 | 239 | 1.2% |
| -0.5 | 216 | 1.1% |
| 0.5 | 212 | 1.0% |
| 4 | 175 | 0.9% |
| Other values (1797) | 8902 | |
| (Missing) | 7684 |
| Value | Count | Frequency (%) |
| -25 | 1 | |
| -24.5 | 1 | |
| -24 | 2 | |
| -22.66666667 | 1 | |
| -22.25 | 1 | |
| -21.75 | 1 | |
| -21.6 | 1 | |
| -21.07142857 | 1 | |
| -20.5 | 2 | |
| -20.33333333 | 1 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 21 | 2 | |
| 20.71428571 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19.33333333 | 1 | < 0.1% |
| 19 | 3 | |
| 18.81818182 | 1 | < 0.1% |
| 18.8 | 1 | < 0.1% |
| 18 | 3 |
| Distinct | 791 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 535 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.40642358 |
| Minimum | 5 |
|---|---|
| Maximum | 54.33333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 22.2 |
| median | 24.33333333 |
| Q3 | 26.5 |
| 95-th percentile | 30.5 |
| Maximum | 54.33333333 |
| Range | 49.33333333 |
| Interquartile range (IQR) | 4.3 |
Descriptive statistics
| Standard deviation | 3.90020506 |
|---|---|
| Coefficient of variation (CV) | 0.1598023998 |
| Kurtosis | 3.089016315 |
| Mean | 24.40642358 |
| Median Absolute Deviation (MAD) | 2.166666667 |
| Skewness | 0.4065426165 |
| Sum | 483271.5934 |
| Variance | 15.21159951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 1367 | 6.7% |
| 24 | 1340 | 6.6% |
| 26 | 1163 | 5.7% |
| 23 | 1153 | 5.7% |
| 22 | 891 | 4.4% |
| 27 | 873 | 4.3% |
| 28 | 576 | 2.8% |
| 21 | 565 | 2.8% |
| 24.5 | 533 | 2.6% |
| 23.5 | 460 | 2.3% |
| Other values (781) | 10880 | |
| (Missing) | 535 | 2.6% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 7.2 | 1 | < 0.1% |
| 7.428571429 | 1 | < 0.1% |
| 8 | 5 | |
| 8.363636364 | 1 | < 0.1% |
| 8.5 | 1 | < 0.1% |
| 9 | 5 |
| Value | Count | Frequency (%) |
| 54.33333333 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 48 | 1 | |
| 47.66666667 | 2 | |
| 46.5 | 1 | |
| 46.33333333 | 1 | |
| 46 | 2 | |
| 45.5 | 1 | |
| 45.25 | 1 |
| Distinct | 1891 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 8349 |
| Missing (%) | 41.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5401693434 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3766666667 |
| Q1 | 0.4428571429 |
| median | 0.5055555556 |
| Q3 | 0.6 |
| 95-th percentile | 0.8333333333 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.1571428571 |
Descriptive statistics
| Standard deviation | 0.1667768776 |
|---|---|
| Coefficient of variation (CV) | 0.3087492462 |
| Kurtosis | 863.7380682 |
| Mean | 0.5401693434 |
| Median Absolute Deviation (MAD) | 0.07777777778 |
| Skewness | 15.93688734 |
| Sum | 6475.009919 |
| Variance | 0.0278145269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 1114 | 5.5% |
| 0.4 | 688 | 3.4% |
| 0.6 | 338 | 1.7% |
| 1 | 312 | 1.5% |
| 0.45 | 231 | 1.1% |
| 0.55 | 195 | 1.0% |
| 0.625 | 192 | 0.9% |
| 0.6666666667 | 166 | 0.8% |
| 0.4 | 164 | 0.8% |
| 0.7 | 137 | 0.7% |
| Other values (1881) | 8450 | |
| (Missing) | 8349 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.02 | 2 | |
| 0.03 | 4 | |
| 0.04 | 3 | |
| 0.08 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.184 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 1 | 312 | |
| 0.9966666667 | 1 | < 0.1% |
| 0.9947368421 | 1 | < 0.1% |
| 0.9933333333 | 1 | < 0.1% |
| 0.9928571429 | 1 | < 0.1% |
| 0.9916666667 | 1 | < 0.1% |
| 0.99 | 4 | < 0.1% |
| 0.9884210526 | 1 | < 0.1% |
| 0.9875 | 1 | < 0.1% |
| Distinct | 2188 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 7155 |
| Missing (%) | 35.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.383642509 |
| Minimum | 6.63 |
|---|---|
| Maximum | 7.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 6.63 |
|---|---|
| 5-th percentile | 7.29 |
| Q1 | 7.355 |
| median | 7.386666667 |
| Q3 | 7.42 |
| 95-th percentile | 7.47 |
| Maximum | 7.73 |
| Range | 1.1 |
| Interquartile range (IQR) | 0.065 |
Descriptive statistics
| Standard deviation | 0.05900372908 |
|---|---|
| Coefficient of variation (CV) | 0.007991141095 |
| Kurtosis | 9.115096707 |
| Mean | 7.383642509 |
| Median Absolute Deviation (MAD) | 0.03238095238 |
| Skewness | -1.361189307 |
| Sum | 97323.79191 |
| Variance | 0.003481440046 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.4 | 329 | 1.6% |
| 7.37 | 328 | 1.6% |
| 7.38 | 324 | 1.6% |
| 7.42 | 259 | 1.3% |
| 7.43 | 244 | 1.2% |
| 7.41 | 230 | 1.1% |
| 7.39 | 188 | 0.9% |
| 7.44 | 184 | 0.9% |
| 7.35 | 177 | 0.9% |
| 7.36 | 170 | 0.8% |
| Other values (2178) | 10748 | |
| (Missing) | 7155 |
| Value | Count | Frequency (%) |
| 6.63 | 1 | |
| 6.65 | 1 | |
| 6.87 | 1 | |
| 6.9 | 1 | |
| 6.94 | 1 | |
| 6.94 | 1 | |
| 6.95 | 1 | |
| 6.96 | 1 | |
| 6.962 | 1 | |
| 6.975 | 1 |
| Value | Count | Frequency (%) |
| 7.73 | 1 | |
| 7.695 | 1 | |
| 7.66 | 1 | |
| 7.63 | 1 | |
| 7.59 | 1 | |
| 7.585 | 1 | |
| 7.575 | 1 | |
| 7.573333333 | 1 | |
| 7.566666667 | 1 | |
| 7.565 | 1 |
| Distinct | 2061 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 7759 |
| Missing (%) | 38.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.14150912 |
| Minimum | 10 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 36.875 |
| median | 40.26923077 |
| Q3 | 44.1875 |
| 95-th percentile | 53.40571429 |
| Maximum | 98 |
| Range | 88 |
| Interquartile range (IQR) | 7.3125 |
Descriptive statistics
| Standard deviation | 7.683341373 |
|---|---|
| Coefficient of variation (CV) | 0.1867539995 |
| Kurtosis | 7.048028623 |
| Mean | 41.14150912 |
| Median Absolute Deviation (MAD) | 3.730769231 |
| Skewness | 1.704228689 |
| Sum | 517436.7602 |
| Variance | 59.03373465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 303 | 1.5% |
| 38 | 283 | 1.4% |
| 41 | 280 | 1.4% |
| 39 | 278 | 1.4% |
| 43 | 262 | 1.3% |
| 42 | 260 | 1.3% |
| 37 | 253 | 1.2% |
| 44 | 238 | 1.2% |
| 36 | 202 | 1.0% |
| 45 | 195 | 1.0% |
| Other values (2051) | 10023 | |
| (Missing) | 7759 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 15.5 | 1 | |
| 16 | 2 | |
| 17 | 1 | |
| 18.75 | 1 | |
| 18.83333333 | 1 | |
| 19 | 1 | |
| 19.14285714 | 1 | |
| 19.2 | 1 | |
| 19.25 | 1 |
| Value | Count | Frequency (%) |
| 98 | 1 | |
| 96.75 | 1 | |
| 95.33333333 | 1 | |
| 94 | 1 | |
| 93.5 | 1 | |
| 93 | 2 | |
| 91.66666667 | 1 | |
| 91.25 | 1 | |
| 90 | 1 | |
| 89.5 | 1 |
| Distinct | 1382 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 12373 |
| Missing (%) | 60.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.7306866 |
| Minimum | 29.5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 29.5 |
|---|---|
| 5-th percentile | 71 |
| Q1 | 89.29705882 |
| median | 96 |
| Q3 | 97.7 |
| 95-th percentile | 98.66666667 |
| Maximum | 100 |
| Range | 70.5 |
| Interquartile range (IQR) | 8.402941176 |
Descriptive statistics
| Standard deviation | 9.105877385 |
|---|---|
| Coefficient of variation (CV) | 0.09926751584 |
| Kurtosis | 4.497235356 |
| Mean | 91.7306866 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -2.023994356 |
| Sum | 730451.4574 |
| Variance | 82.91700296 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 1025 | 5.0% |
| 97 | 576 | 2.8% |
| 99 | 315 | 1.5% |
| 96 | 309 | 1.5% |
| 97.5 | 226 | 1.1% |
| 98.5 | 170 | 0.8% |
| 95 | 160 | 0.8% |
| 96.5 | 113 | 0.6% |
| 94 | 110 | 0.5% |
| 97.66666667 | 98 | 0.5% |
| Other values (1372) | 4861 | 23.9% |
| (Missing) | 12373 |
| Value | Count | Frequency (%) |
| 29.5 | 1 | |
| 30 | 1 | |
| 31.5 | 1 | |
| 32.25 | 1 | |
| 40 | 1 | |
| 41.25 | 1 | |
| 41.33333333 | 1 | |
| 41.5 | 1 | |
| 42 | 1 | |
| 43 | 1 |
| Value | Count | Frequency (%) |
| 100 | 18 | 0.1% |
| 99.5 | 2 | < 0.1% |
| 99.33333333 | 1 | < 0.1% |
| 99.2 | 2 | < 0.1% |
| 99 | 315 | |
| 98.83333333 | 3 | < 0.1% |
| 98.82142857 | 1 | < 0.1% |
| 98.8 | 1 | < 0.1% |
| 98.79166667 | 1 | < 0.1% |
| 98.75 | 13 | 0.1% |
| Distinct | 1304 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 14443 |
| Missing (%) | 71.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 185.7381345 |
| Minimum | 3 |
|---|---|
| Maximum | 9210 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 23.33333333 |
| median | 43 |
| Q3 | 98 |
| 95-th percentile | 688.6 |
| Maximum | 9210 |
| Range | 9207 |
| Interquartile range (IQR) | 74.66666667 |
Descriptive statistics
| Standard deviation | 618.0870944 |
|---|---|
| Coefficient of variation (CV) | 3.327733941 |
| Kurtosis | 71.7154808 |
| Mean | 185.7381345 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 7.728193141 |
| Sum | 1094554.827 |
| Variance | 382031.6562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 126 | 0.6% |
| 18 | 125 | 0.6% |
| 24 | 119 | 0.6% |
| 17 | 119 | 0.6% |
| 16 | 116 | 0.6% |
| 22 | 113 | 0.6% |
| 20 | 106 | 0.5% |
| 15 | 104 | 0.5% |
| 21 | 103 | 0.5% |
| 23 | 95 | 0.5% |
| Other values (1294) | 4767 | 23.4% |
| (Missing) | 14443 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 10 | |
| 8.25 | 1 | < 0.1% |
| 8.4 | 1 | < 0.1% |
| 8.5 | 3 | < 0.1% |
| 9 | 14 |
| Value | Count | Frequency (%) |
| 9210 | 1 | |
| 8591 | 1 | |
| 7868.8 | 1 | |
| 7697.333333 | 1 | |
| 7438.5 | 1 | |
| 7393 | 1 | |
| 7279.4 | 1 | |
| 7174 | 1 | |
| 6982.5 | 1 | |
| 6910.5 | 1 |
| Distinct | 1554 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 427 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.57039553 |
| Minimum | 1.285714286 |
|---|---|
| Maximum | 227.3333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1.285714286 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 17 |
| Q3 | 26 |
| 95-th percentile | 59.27142857 |
| Maximum | 227.3333333 |
| Range | 226.047619 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 18.18592295 |
|---|---|
| Coefficient of variation (CV) | 0.8057423239 |
| Kurtosis | 10.13880362 |
| Mean | 22.57039553 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.679689373 |
| Sum | 449354.0046 |
| Variance | 330.7277934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 578 | 2.8% |
| 14 | 571 | 2.8% |
| 13 | 566 | 2.8% |
| 12 | 541 | 2.7% |
| 15 | 508 | 2.5% |
| 10 | 486 | 2.4% |
| 16 | 475 | 2.3% |
| 17 | 442 | 2.2% |
| 9 | 435 | 2.1% |
| 18 | 389 | 1.9% |
| Other values (1544) | 14918 | |
| (Missing) | 427 | 2.1% |
| Value | Count | Frequency (%) |
| 1.285714286 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.666666667 | 1 | < 0.1% |
| 1.857142857 | 1 | < 0.1% |
| 2 | 8 | < 0.1% |
| 2.333333333 | 2 | < 0.1% |
| 2.5 | 5 | < 0.1% |
| 2.666666667 | 3 | < 0.1% |
| 2.8 | 2 | < 0.1% |
| 3 | 34 |
| Value | Count | Frequency (%) |
| 227.3333333 | 1 | |
| 187.5 | 1 | |
| 178.5 | 1 | |
| 177 | 1 | |
| 170.5 | 1 | |
| 169.5 | 1 | |
| 168 | 1 | |
| 166.75 | 1 | |
| 163.3333333 | 1 | |
| 159.3333333 | 1 |
| Distinct | 1107 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 14633 |
| Missing (%) | 72.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.4410878 |
| Minimum | 7 |
|---|---|
| Maximum | 3726 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 57 |
| median | 77 |
| Q3 | 114 |
| 95-th percentile | 278 |
| Maximum | 3726 |
| Range | 3719 |
| Interquartile range (IQR) | 57 |
Descriptive statistics
| Standard deviation | 131.1173409 |
|---|---|
| Coefficient of variation (CV) | 1.19806321 |
| Kurtosis | 169.7134387 |
| Mean | 109.4410878 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 9.646002046 |
| Sum | 624142.5237 |
| Variance | 17191.75709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 69 | 0.3% |
| 63 | 67 | 0.3% |
| 67 | 67 | 0.3% |
| 59 | 67 | 0.3% |
| 60 | 65 | 0.3% |
| 49 | 64 | 0.3% |
| 64 | 62 | 0.3% |
| 61 | 62 | 0.3% |
| 53 | 61 | 0.3% |
| 66 | 60 | 0.3% |
| Other values (1097) | 5059 | 24.9% |
| (Missing) | 14633 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 12 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 19.5 | 2 | |
| 20 | 2 | |
| 22 | 2 | |
| 22.33333333 | 1 |
| Value | Count | Frequency (%) |
| 3726 | 1 | |
| 2528 | 1 | |
| 2182.666667 | 1 | |
| 2145.5 | 1 | |
| 2020 | 1 | |
| 1669 | 1 | |
| 1529 | 1 | |
| 1477.666667 | 1 | |
| 1437 | 1 | |
| 1288 | 1 |
| Distinct | 905 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 3789 |
| Missing (%) | 18.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.347046095 |
| Minimum | 3.9 |
|---|---|
| Maximum | 16.76666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 3.9 |
|---|---|
| 5-th percentile | 7.3 |
| Q1 | 7.9 |
| median | 8.325 |
| Q3 | 8.75 |
| 95-th percentile | 9.433333333 |
| Maximum | 16.76666667 |
| Range | 12.86666667 |
| Interquartile range (IQR) | 0.85 |
Descriptive statistics
| Standard deviation | 0.6981063075 |
|---|---|
| Coefficient of variation (CV) | 0.08363513267 |
| Kurtosis | 6.594771934 |
| Mean | 8.347046095 |
| Median Absolute Deviation (MAD) | 0.425 |
| Skewness | 0.7262989842 |
| Sum | 138118.5717 |
| Variance | 0.4873524166 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.5 | 656 | 3.2% |
| 8.3 | 603 | 3.0% |
| 8.6 | 597 | 2.9% |
| 8.4 | 595 | 2.9% |
| 8.2 | 567 | 2.8% |
| 8.1 | 550 | 2.7% |
| 8 | 508 | 2.5% |
| 8.7 | 471 | 2.3% |
| 8.8 | 463 | 2.3% |
| 7.9 | 395 | 1.9% |
| Other values (895) | 11142 | |
| (Missing) | 3789 | 18.6% |
| Value | Count | Frequency (%) |
| 3.9 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| 4.671428571 | 1 | < 0.1% |
| 4.7 | 2 | |
| 5.3 | 3 | |
| 5.4 | 1 | < 0.1% |
| 5.6 | 3 | |
| 5.7 | 1 | < 0.1% |
| 5.7 | 2 | |
| 5.7625 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16.76666667 | 1 | |
| 15.7 | 1 | |
| 15.65 | 1 | |
| 15.4 | 1 | |
| 14.95 | 1 | |
| 14.825 | 1 | |
| 13.95 | 1 | |
| 13.6 | 1 | |
| 13.33333333 | 1 | |
| 13.2 | 1 |
| Distinct | 930 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 542 |
| Missing (%) | 2.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.5217411 |
| Minimum | 67.5 |
|---|---|
| Maximum | 138.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 67.5 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 102.6666667 |
| median | 106 |
| Q3 | 108.6666667 |
| 95-th percentile | 113.3333333 |
| Maximum | 138.6 |
| Range | 71.1 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.122767032 |
|---|---|
| Coefficient of variation (CV) | 0.04854702904 |
| Kurtosis | 1.836872713 |
| Mean | 105.5217411 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2649815802 |
| Sum | 2088697.344 |
| Variance | 26.24274206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 107 | 913 | 4.5% |
| 106 | 911 | 4.5% |
| 105 | 884 | 4.3% |
| 108 | 781 | 3.8% |
| 103 | 749 | 3.7% |
| 104 | 722 | 3.6% |
| 109 | 647 | 3.2% |
| 102 | 553 | 2.7% |
| 110 | 515 | 2.5% |
| 101 | 491 | 2.4% |
| Other values (920) | 12628 | |
| (Missing) | 542 | 2.7% |
| Value | Count | Frequency (%) |
| 67.5 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 75.55555556 | 1 | < 0.1% |
| 78.28571429 | 1 | < 0.1% |
| 79.66666667 | 1 | < 0.1% |
| 80.33333333 | 1 | < 0.1% |
| 81 | 3 | |
| 81.33333333 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 138.6 | 1 | |
| 135.125 | 1 | |
| 133.75 | 1 | |
| 133 | 1 | |
| 132.8333333 | 1 | |
| 132 | 1 | |
| 131 | 2 | |
| 129.8947368 | 1 | |
| 129 | 1 | |
| 128.5 | 2 |
| Distinct | 1326 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 461 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.298793482 |
| Minimum | 0.1 |
|---|---|
| Maximum | 27.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 0.9 |
| Q3 | 1.24 |
| 95-th percentile | 3.925 |
| Maximum | 27.4 |
| Range | 27.3 |
| Interquartile range (IQR) | 0.54 |
Descriptive statistics
| Standard deviation | 1.417181747 |
|---|---|
| Coefficient of variation (CV) | 1.091152494 |
| Kurtosis | 29.28253775 |
| Mean | 1.298793482 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | 4.486914185 |
| Sum | 25813.52045 |
| Variance | 2.008404104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 1301 | 6.4% |
| 0.8 | 1268 | 6.2% |
| 0.9 | 1206 | 5.9% |
| 0.6 | 1144 | 5.6% |
| 1 | 893 | 4.4% |
| 0.5 | 722 | 3.6% |
| 0.75 | 568 | 2.8% |
| 1.1 | 531 | 2.6% |
| 0.85 | 431 | 2.1% |
| 0.65 | 429 | 2.1% |
| Other values (1316) | 11382 | |
| (Missing) | 461 | 2.3% |
| Value | Count | Frequency (%) |
| 0.1 | 3 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.1333333333 | 3 | < 0.1% |
| 0.15 | 3 | < 0.1% |
| 0.1666666667 | 1 | < 0.1% |
| 0.2 | 3 | < 0.1% |
| 0.2 | 11 | |
| 0.2 | 3 | < 0.1% |
| 0.2333333333 | 2 | < 0.1% |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 27.4 | 1 | |
| 20.96666667 | 1 | |
| 18.2 | 1 | |
| 17.6 | 1 | |
| 17.3 | 1 | |
| 15.85 | 1 | |
| 15.7 | 1 | |
| 15.6 | 1 | |
| 15.51666667 | 1 | |
| 15.275 | 1 |
| Distinct | 201 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 19750 |
| Missing (%) | 97.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.642075183 |
| Minimum | 0.1 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.4 |
| median | 1 |
| Q3 | 2.9 |
| 95-th percentile | 10.6125 |
| Maximum | 37.5 |
| Range | 37.4 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 4.413299266 |
|---|---|
| Coefficient of variation (CV) | 1.670391249 |
| Kurtosis | 18.3851269 |
| Mean | 2.642075183 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 3.767365242 |
| Sum | 1548.256057 |
| Variance | 19.47721041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 52 | 0.3% |
| 0.1 | 43 | 0.2% |
| 0.4 | 38 | 0.2% |
| 0.3 | 29 | 0.1% |
| 0.6 | 24 | 0.1% |
| 0.5 | 23 | 0.1% |
| 0.8 | 16 | 0.1% |
| 0.7 | 13 | 0.1% |
| 1.1 | 13 | 0.1% |
| 1 | 10 | < 0.1% |
| Other values (191) | 325 | 1.6% |
| (Missing) | 19750 |
| Value | Count | Frequency (%) |
| 0.1 | 43 | |
| 0.1666666667 | 1 | < 0.1% |
| 0.2 | 52 | |
| 0.25 | 2 | < 0.1% |
| 0.3 | 29 | |
| 0.32 | 1 | < 0.1% |
| 0.35 | 4 | < 0.1% |
| 0.3666666667 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.4 | 38 |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 35 | 1 | |
| 30 | 1 | |
| 25.95 | 1 | |
| 22.2 | 1 | |
| 21.2 | 2 | |
| 21 | 1 | |
| 20.05 | 1 | |
| 19.8 | 1 | |
| 19.65 | 1 |
| Distinct | 4538 |
|---|---|
| Distinct (%) | 22.8% |
| Missing | 407 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.6371371 |
| Minimum | 19 |
|---|---|
| Maximum | 693.1333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 88 |
| Q1 | 109.625 |
| median | 125 |
| Q3 | 146 |
| 95-th percentile | 202.9 |
| Maximum | 693.1333333 |
| Range | 674.1333333 |
| Interquartile range (IQR) | 36.375 |
Descriptive statistics
| Standard deviation | 39.28551348 |
|---|---|
| Coefficient of variation (CV) | 0.2961878878 |
| Kurtosis | 15.36827196 |
| Mean | 132.6371371 |
| Median Absolute Deviation (MAD) | 17.66666667 |
| Skewness | 2.596670717 |
| Sum | 2643325.505 |
| Variance | 1543.351569 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 105 | 135 | 0.7% |
| 112 | 125 | 0.6% |
| 120 | 121 | 0.6% |
| 121 | 118 | 0.6% |
| 108 | 118 | 0.6% |
| 124 | 118 | 0.6% |
| 122 | 117 | 0.6% |
| 119 | 117 | 0.6% |
| 114 | 116 | 0.6% |
| 110 | 113 | 0.6% |
| Other values (4528) | 18731 | |
| (Missing) | 407 | 2.0% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 38 | 2 | |
| 40 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 42 | 2 | |
| 46 | 1 | < 0.1% |
| 47 | 2 | |
| 48 | 1 | < 0.1% |
| 51 | 3 |
| Value | Count | Frequency (%) |
| 693.1333333 | 1 | |
| 671.5 | 1 | |
| 666 | 1 | |
| 563 | 1 | |
| 521.3333333 | 1 | |
| 509.25 | 1 | |
| 501 | 1 | |
| 499.3333333 | 1 | |
| 472 | 1 | |
| 463 | 1 |
| Distinct | 1364 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 12603 |
| Missing (%) | 62.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.093051854 |
| Minimum | 0.3 |
|---|---|
| Maximum | 26.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.2 |
| median | 1.666666667 |
| Q3 | 2.4 |
| 95-th percentile | 4.614 |
| Maximum | 26.95 |
| Range | 26.65 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 1.703575579 |
|---|---|
| Coefficient of variation (CV) | 0.8139194333 |
| Kurtosis | 35.54188518 |
| Mean | 2.093051854 |
| Median Absolute Deviation (MAD) | 0.5333333333 |
| Skewness | 4.752367759 |
| Sum | 16185.56998 |
| Variance | 2.902169752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 297 | 1.5% |
| 1.2 | 290 | 1.4% |
| 1.3 | 282 | 1.4% |
| 1.4 | 258 | 1.3% |
| 0.9 | 249 | 1.2% |
| 1.1 | 242 | 1.2% |
| 1.5 | 240 | 1.2% |
| 1.6 | 222 | 1.1% |
| 1.7 | 189 | 0.9% |
| 1.8 | 184 | 0.9% |
| Other values (1354) | 5280 | |
| (Missing) | 12603 |
| Value | Count | Frequency (%) |
| 0.3 | 2 | < 0.1% |
| 0.325 | 1 | < 0.1% |
| 0.37 | 1 | < 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.5 | 19 | 0.1% |
| 0.55 | 7 | < 0.1% |
| 0.5666666667 | 2 | < 0.1% |
| 0.575 | 1 | < 0.1% |
| 0.6 | 52 | |
| 0.6 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.95 | 1 | |
| 25.05 | 1 | |
| 21.78888889 | 1 | |
| 19 | 1 | |
| 18.7 | 2 | |
| 18.625 | 1 | |
| 17.8 | 1 | |
| 17.5 | 1 | |
| 17.125 | 1 | |
| 16.80666667 | 1 |
| Distinct | 739 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 1388 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.018570403 |
| Minimum | 0.8 |
|---|---|
| Maximum | 8.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.8 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 1.8 |
| median | 2 |
| Q3 | 2.175 |
| 95-th percentile | 2.55 |
| Maximum | 8.2 |
| Range | 7.4 |
| Interquartile range (IQR) | 0.375 |
Descriptive statistics
| Standard deviation | 0.3182137285 |
|---|---|
| Coefficient of variation (CV) | 0.1576431161 |
| Kurtosis | 19.34391377 |
| Mean | 2.018570403 |
| Median Absolute Deviation (MAD) | 0.18 |
| Skewness | 1.922416785 |
| Sum | 38247.872 |
| Variance | 0.101259977 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1491 | 7.3% |
| 1.9 | 1247 | 6.1% |
| 2.1 | 1147 | 5.6% |
| 1.8 | 1081 | 5.3% |
| 2.2 | 797 | 3.9% |
| 1.7 | 773 | 3.8% |
| 2.3 | 531 | 2.6% |
| 1.85 | 480 | 2.4% |
| 1.6 | 475 | 2.3% |
| 2.05 | 472 | 2.3% |
| Other values (729) | 10454 | |
| (Missing) | 1388 | 6.8% |
| Value | Count | Frequency (%) |
| 0.8 | 1 | < 0.1% |
| 0.9 | 2 | < 0.1% |
| 1 | 8 | < 0.1% |
| 1.05 | 2 | < 0.1% |
| 1.066666667 | 1 | < 0.1% |
| 1.1 | 11 | 0.1% |
| 1.15 | 1 | < 0.1% |
| 1.166666667 | 1 | < 0.1% |
| 1.2 | 28 | |
| 1.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.2 | 1 | |
| 6.8 | 1 | |
| 6.675 | 1 | |
| 6.5 | 1 | |
| 6.2 | 1 | |
| 4.775 | 1 | |
| 4.5 | 1 | |
| 4.2 | 2 | |
| 4.12 | 1 | |
| 4.1 | 2 |
| Distinct | 1262 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 3650 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.557916442 |
| Minimum | 0.45 |
|---|---|
| Maximum | 14.46666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.45 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 2.8 |
| median | 3.35 |
| Q3 | 4.05 |
| 95-th percentile | 5.7 |
| Maximum | 14.46666667 |
| Range | 14.01666667 |
| Interquartile range (IQR) | 1.25 |
Descriptive statistics
| Standard deviation | 1.19359207 |
|---|---|
| Coefficient of variation (CV) | 0.3354750144 |
| Kurtosis | 6.687354431 |
| Mean | 3.557916442 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 1.789741422 |
| Sum | 59367.39375 |
| Variance | 1.424662029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 443 | 2.2% |
| 3 | 432 | 2.1% |
| 3.1 | 425 | 2.1% |
| 3.3 | 417 | 2.1% |
| 3.2 | 411 | 2.0% |
| 3.4 | 401 | 2.0% |
| 2.8 | 370 | 1.8% |
| 3.6 | 362 | 1.8% |
| 2.9 | 362 | 1.8% |
| 3.7 | 355 | 1.7% |
| Other values (1252) | 12708 | |
| (Missing) | 3650 | 17.9% |
| Value | Count | Frequency (%) |
| 0.45 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 0.9 | 3 | |
| 0.9142857143 | 1 | < 0.1% |
| 0.95 | 2 | < 0.1% |
| 0.975 | 1 | < 0.1% |
| 1 | 5 | |
| 1.06 | 1 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.46666667 | 1 | |
| 14.45 | 1 | |
| 13.375 | 1 | |
| 13.3 | 1 | |
| 13.21666667 | 1 | |
| 13 | 1 | |
| 12.9 | 1 | |
| 12.4 | 1 | |
| 12.1 | 1 | |
| 11.96666667 | 1 |
| Distinct | 1565 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 433 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.135700082 |
| Minimum | 2.2 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 3.45 |
| Q1 | 3.806904762 |
| median | 4.1 |
| Q3 | 4.4 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 6.8 |
| Interquartile range (IQR) | 0.5930952381 |
Descriptive statistics
| Standard deviation | 0.4834578783 |
|---|---|
| Coefficient of variation (CV) | 0.1168986795 |
| Kurtosis | 2.579263651 |
| Mean | 4.135700082 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.8839187897 |
| Sum | 82312.83873 |
| Variance | 0.2337315201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 839 | 4.1% |
| 3.9 | 723 | 3.6% |
| 4.1 | 616 | 3.0% |
| 4.2 | 614 | 3.0% |
| 3.8 | 555 | 2.7% |
| 4.3 | 533 | 2.6% |
| 3.7 | 441 | 2.2% |
| 4.5 | 404 | 2.0% |
| 4.4 | 403 | 2.0% |
| 3.6 | 388 | 1.9% |
| Other values (1555) | 14387 | |
| (Missing) | 433 | 2.1% |
| Value | Count | Frequency (%) |
| 2.2 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 2.65 | 1 | < 0.1% |
| 2.666666667 | 1 | < 0.1% |
| 2.7 | 3 | |
| 2.72 | 1 | < 0.1% |
| 2.75 | 3 | |
| 2.8 | 7 | |
| 2.82 | 1 | < 0.1% |
| 2.85 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 8.46 | 1 | |
| 7.1 | 1 | |
| 6.98 | 1 | |
| 6.9 | 1 | |
| 6.85 | 1 | |
| 6.8 | 1 | |
| 6.8 | 1 | |
| 6.775 | 1 | |
| 6.75 | 1 |
| Distinct | 662 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 14566 |
| Missing (%) | 71.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.760810069 |
| Minimum | 0.1 |
|---|---|
| Maximum | 45.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.4 |
| median | 0.7 |
| Q3 | 1.366666667 |
| 95-th percentile | 6.571 |
| Maximum | 45.9 |
| Range | 45.8 |
| Interquartile range (IQR) | 0.9666666667 |
Descriptive statistics
| Standard deviation | 3.840258073 |
|---|---|
| Coefficient of variation (CV) | 2.180960992 |
| Kurtosis | 44.17062061 |
| Mean | 1.760810069 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 5.964460236 |
| Sum | 10159.8741 |
| Variance | 14.74758207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 496 | 2.4% |
| 0.5 | 487 | 2.4% |
| 0.4 | 477 | 2.3% |
| 0.6 | 390 | 1.9% |
| 0.7 | 352 | 1.7% |
| 0.2 | 308 | 1.5% |
| 0.8 | 286 | 1.4% |
| 0.9 | 224 | 1.1% |
| 1 | 175 | 0.9% |
| 1.1 | 122 | 0.6% |
| Other values (652) | 2453 | 12.1% |
| (Missing) | 14566 |
| Value | Count | Frequency (%) |
| 0.1 | 59 | 0.3% |
| 0.125 | 1 | < 0.1% |
| 0.1333333333 | 4 | < 0.1% |
| 0.15 | 11 | 0.1% |
| 0.1666666667 | 2 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.2 | 308 | |
| 0.2 | 2 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.225 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.9 | 1 | |
| 45.75 | 1 | |
| 44.96666667 | 1 | |
| 44.1 | 1 | |
| 43.2 | 1 | |
| 42.35 | 1 | |
| 40.75 | 1 | |
| 40.15 | 1 | |
| 40.03333333 | 1 | |
| 36.3 | 1 |
| Distinct | 305 |
|---|---|
| Distinct (%) | 62.4% |
| Missing | 19847 |
| Missing (%) | 97.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.906701104 |
| Minimum | 0.3 |
|---|---|
| Maximum | 48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.3566666667 |
| Q1 | 0.8 |
| median | 3.55 |
| Q3 | 12.5 |
| 95-th percentile | 35.84 |
| Maximum | 48 |
| Range | 47.7 |
| Interquartile range (IQR) | 11.7 |
Descriptive statistics
| Standard deviation | 11.37407288 |
|---|---|
| Coefficient of variation (CV) | 1.277024203 |
| Kurtosis | 1.640371742 |
| Mean | 8.906701104 |
| Median Absolute Deviation (MAD) | 3.05 |
| Skewness | 1.58091301 |
| Sum | 4355.37684 |
| Variance | 129.3695339 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 24 | 0.1% |
| 0.3 | 22 | 0.1% |
| 0.4 | 20 | 0.1% |
| 0.8 | 17 | 0.1% |
| 0.6 | 12 | 0.1% |
| 0.7 | 11 | 0.1% |
| 1 | 9 | < 0.1% |
| 1.1 | 6 | < 0.1% |
| 1.15 | 6 | < 0.1% |
| 0.9 | 5 | < 0.1% |
| Other values (295) | 357 | 1.8% |
| (Missing) | 19847 |
| Value | Count | Frequency (%) |
| 0.3 | 22 | |
| 0.35 | 3 | < 0.1% |
| 0.3666666667 | 1 | < 0.1% |
| 0.4 | 20 | |
| 0.425 | 1 | < 0.1% |
| 0.45 | 1 | < 0.1% |
| 0.45 | 2 | < 0.1% |
| 0.4666666667 | 2 | < 0.1% |
| 0.5 | 24 | |
| 0.5333333333 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 48 | 1 | |
| 46.5 | 1 | |
| 46 | 1 | |
| 45 | 2 | |
| 44.8 | 1 | |
| 44.2 | 1 | |
| 42.9 | 1 | |
| 42 | 1 | |
| 41.5 | 1 | |
| 41 | 1 |
| Distinct | 5008 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 364 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.63387892 |
| Minimum | 10.25 |
|---|---|
| Maximum | 68.04 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 10.25 |
|---|---|
| 5-th percentile | 25.20423077 |
| Q1 | 28.35 |
| median | 31 |
| Q3 | 34.46666667 |
| 95-th percentile | 40.1 |
| Maximum | 68.04 |
| Range | 57.79 |
| Interquartile range (IQR) | 6.116666667 |
Descriptive statistics
| Standard deviation | 4.612103956 |
|---|---|
| Coefficient of variation (CV) | 0.145796346 |
| Kurtosis | 0.9954907795 |
| Mean | 31.63387892 |
| Median Absolute Deviation (MAD) | 2.966666667 |
| Skewness | 0.6914464824 |
| Sum | 631791.8298 |
| Variance | 21.2715029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.5 | 72 | 0.4% |
| 31.5 | 72 | 0.4% |
| 35 | 71 | 0.3% |
| 30 | 71 | 0.3% |
| 31 | 69 | 0.3% |
| 29 | 68 | 0.3% |
| 30.5 | 66 | 0.3% |
| 32.1 | 65 | 0.3% |
| 33.4 | 63 | 0.3% |
| 32.5 | 62 | 0.3% |
| Other values (4998) | 19293 | |
| (Missing) | 364 | 1.8% |
| Value | Count | Frequency (%) |
| 10.25 | 1 | |
| 11.86 | 1 | |
| 14.83333333 | 1 | |
| 16.1 | 1 | |
| 16.8 | 1 | |
| 17.46666667 | 1 | |
| 18.25 | 1 | |
| 18.36666667 | 1 | |
| 18.4 | 1 | |
| 18.5 | 1 |
| Value | Count | Frequency (%) |
| 68.04 | 1 | |
| 62.45 | 1 | |
| 61.7 | 1 | |
| 61.05 | 1 | |
| 58 | 1 | |
| 56.3875 | 1 | |
| 56.1 | 1 | |
| 55.85 | 1 | |
| 55.53333333 | 1 | |
| 54.75 | 1 |
| Distinct | 2355 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 507 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.75987035 |
| Minimum | 3.325 |
|---|---|
| Maximum | 20.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 3.325 |
|---|---|
| 5-th percentile | 8.4 |
| Q1 | 9.6 |
| median | 10.55 |
| Q3 | 11.75 |
| 95-th percentile | 13.8 |
| Maximum | 20.96 |
| Range | 17.635 |
| Interquartile range (IQR) | 2.15 |
Descriptive statistics
| Standard deviation | 1.637669715 |
|---|---|
| Coefficient of variation (CV) | 0.1522016215 |
| Kurtosis | 0.5062771099 |
| Mean | 10.75987035 |
| Median Absolute Deviation (MAD) | 1.05 |
| Skewness | 0.5812765727 |
| Sum | 213357.4692 |
| Variance | 2.681962094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.5 | 247 | 1.2% |
| 10 | 225 | 1.1% |
| 10.6 | 204 | 1.0% |
| 9.6 | 199 | 1.0% |
| 10.9 | 199 | 1.0% |
| 10.3 | 196 | 1.0% |
| 9.5 | 195 | 1.0% |
| 9.8 | 194 | 1.0% |
| 9.9 | 193 | 0.9% |
| 11.1 | 191 | 0.9% |
| Other values (2345) | 17786 | |
| (Missing) | 507 | 2.5% |
| Value | Count | Frequency (%) |
| 3.325 | 1 | |
| 4.175 | 1 | |
| 5.4 | 2 | |
| 5.6 | 1 | |
| 5.9 | 1 | |
| 6 | 1 | |
| 6.025 | 1 | |
| 6.05 | 1 | |
| 6.15 | 1 | |
| 6.2 | 1 |
| Value | Count | Frequency (%) |
| 20.96 | 1 | |
| 19.8 | 1 | |
| 19.3 | 2 | |
| 18.8 | 1 | |
| 18.6 | 1 | |
| 18.45 | 1 | |
| 18.05 | 1 | |
| 17.95 | 1 | |
| 17.6 | 1 | |
| 17.5 | 1 |
| Distinct | 4027 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 4496 |
| Missing (%) | 22.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.56864135 |
| Minimum | 17.1 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 17.1 |
|---|---|
| 5-th percentile | 23.1 |
| Q1 | 27.1 |
| median | 31.15 |
| Q3 | 38.6 |
| 95-th percentile | 72.55166667 |
| Maximum | 150 |
| Range | 132.9 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 16.72308365 |
|---|---|
| Coefficient of variation (CV) | 0.4573066714 |
| Kurtosis | 9.733848023 |
| Mean | 36.56864135 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.74209416 |
| Sum | 579247.279 |
| Variance | 279.6615269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.5 | 83 | 0.4% |
| 27.6 | 83 | 0.4% |
| 27 | 79 | 0.4% |
| 28 | 78 | 0.4% |
| 29.3 | 77 | 0.4% |
| 28.1 | 76 | 0.4% |
| 27.7 | 75 | 0.4% |
| 28.6 | 74 | 0.4% |
| 29.5 | 73 | 0.4% |
| 28.3 | 72 | 0.4% |
| Other values (4017) | 15070 | |
| (Missing) | 4496 | 22.1% |
| Value | Count | Frequency (%) |
| 17.1 | 1 | |
| 17.2 | 1 | |
| 17.3 | 1 | |
| 17.65 | 1 | |
| 18.1 | 1 | |
| 18.25 | 1 | |
| 18.4 | 2 | |
| 18.45 | 1 | |
| 18.5 | 2 | |
| 18.6 | 2 |
| Value | Count | Frequency (%) |
| 150 | 34 | |
| 145.9 | 1 | < 0.1% |
| 145.45 | 1 | < 0.1% |
| 143.7 | 1 | < 0.1% |
| 142.1 | 1 | < 0.1% |
| 140.6 | 1 | < 0.1% |
| 139 | 1 | < 0.1% |
| 137.8 | 1 | < 0.1% |
| 137.3 | 1 | < 0.1% |
| 137.15 | 1 | < 0.1% |
| Distinct | 3287 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 625 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.76131034 |
| Minimum | 0.1 |
|---|---|
| Maximum | 305.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 5.05 |
| Q1 | 8.25 |
| median | 10.875 |
| Q3 | 14 |
| 95-th percentile | 20.6 |
| Maximum | 305.75 |
| Range | 305.65 |
| Interquartile range (IQR) | 5.75 |
Descriptive statistics
| Standard deviation | 6.61279845 |
|---|---|
| Coefficient of variation (CV) | 0.5622501453 |
| Kurtosis | 302.681305 |
| Mean | 11.76131034 |
| Median Absolute Deviation (MAD) | 2.85 |
| Skewness | 10.36808671 |
| Sum | 231827.1882 |
| Variance | 43.72910335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.9 | 107 | 0.5% |
| 10 | 106 | 0.5% |
| 9.5 | 106 | 0.5% |
| 10.2 | 101 | 0.5% |
| 10.3 | 101 | 0.5% |
| 9 | 100 | 0.5% |
| 8.6 | 100 | 0.5% |
| 8 | 99 | 0.5% |
| 8.4 | 98 | 0.5% |
| 9.1 | 97 | 0.5% |
| Other values (3277) | 18696 | |
| (Missing) | 625 | 3.1% |
| Value | Count | Frequency (%) |
| 0.1 | 4 | |
| 0.1 | 2 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.1666666667 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.2 | 1 | < 0.1% |
| 0.2333333333 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.3 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 305.75 | 1 | |
| 203.1666667 | 1 | |
| 168.6 | 1 | |
| 151.7666667 | 1 | |
| 147.1714286 | 1 | |
| 134.225 | 1 | |
| 126.2 | 1 | |
| 120.5 | 1 | |
| 119.9 | 1 | |
| 116.5 | 1 |
| Distinct | 1108 |
|---|---|
| Distinct (%) | 43.2% |
| Missing | 17769 |
| Missing (%) | 87.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.7025739 |
| Minimum | 52.5 |
|---|---|
| Maximum | 1383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 52.5 |
|---|---|
| 5-th percentile | 125.8833333 |
| Q1 | 193.3166667 |
| median | 264 |
| Q3 | 386.5 |
| 95-th percentile | 654.85 |
| Maximum | 1383 |
| Range | 1330.5 |
| Interquartile range (IQR) | 193.1833333 |
Descriptive statistics
| Standard deviation | 167.4443938 |
|---|---|
| Coefficient of variation (CV) | 0.5371928493 |
| Kurtosis | 2.662096449 |
| Mean | 311.7025739 |
| Median Absolute Deviation (MAD) | 85 |
| Skewness | 1.44842109 |
| Sum | 800140.5073 |
| Variance | 28037.62502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 214 | 14 | 0.1% |
| 222 | 12 | 0.1% |
| 151 | 12 | 0.1% |
| 239 | 12 | 0.1% |
| 185 | 12 | 0.1% |
| 217 | 12 | 0.1% |
| 202 | 11 | 0.1% |
| 163 | 11 | 0.1% |
| 216 | 11 | 0.1% |
| 248 | 11 | 0.1% |
| Other values (1098) | 2449 | 12.0% |
| (Missing) | 17769 |
| Value | Count | Frequency (%) |
| 52.5 | 1 | |
| 58 | 1 | |
| 63 | 1 | |
| 64.91666667 | 1 | |
| 65 | 1 | |
| 75.375 | 1 | |
| 75.75 | 1 | |
| 76 | 2 | |
| 79.66666667 | 1 | |
| 80.75 | 1 |
| Value | Count | Frequency (%) |
| 1383 | 1 | |
| 1246 | 1 | |
| 1211 | 1 | |
| 1161 | 1 | |
| 1030 | 1 | |
| 1000 | 1 | |
| 976 | 1 | |
| 960 | 1 | |
| 956 | 1 | |
| 946 | 1 |
| Distinct | 3464 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 585 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 212.0161986 |
| Minimum | 9.333333333 |
|---|---|
| Maximum | 1687.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 9.333333333 |
|---|---|
| 5-th percentile | 85.25 |
| Q1 | 144.3333333 |
| median | 193 |
| Q3 | 256 |
| 95-th percentile | 400.5 |
| Maximum | 1687.5 |
| Range | 1678.166667 |
| Interquartile range (IQR) | 111.6666667 |
Descriptive statistics
| Standard deviation | 105.2199416 |
|---|---|
| Coefficient of variation (CV) | 0.4962825589 |
| Kurtosis | 10.57167137 |
| Mean | 212.0161986 |
| Median Absolute Deviation (MAD) | 54.6 |
| Skewness | 2.070866857 |
| Sum | 4187531.939 |
| Variance | 11071.23611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 184 | 69 | 0.3% |
| 180 | 69 | 0.3% |
| 167 | 68 | 0.3% |
| 201 | 68 | 0.3% |
| 195 | 67 | 0.3% |
| 185 | 64 | 0.3% |
| 211 | 64 | 0.3% |
| 160 | 63 | 0.3% |
| 163 | 63 | 0.3% |
| 189 | 62 | 0.3% |
| Other values (3454) | 19094 | |
| (Missing) | 585 | 2.9% |
| Value | Count | Frequency (%) |
| 9.333333333 | 1 | |
| 9.5 | 1 | |
| 9.727272727 | 1 | |
| 10.2 | 1 | |
| 12.875 | 1 | |
| 13 | 2 | |
| 14 | 2 | |
| 15.66666667 | 1 | |
| 17 | 1 | |
| 17.33333333 | 2 |
| Value | Count | Frequency (%) |
| 1687.5 | 1 | |
| 1544 | 1 | |
| 1343 | 1 | |
| 1300.5 | 1 | |
| 1187.75 | 1 | |
| 1113.75 | 1 | |
| 1101.333333 | 1 | |
| 1096.5 | 1 | |
| 1067.5 | 1 | |
| 1056.5 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 7280 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.6216129 |
| Minimum | 18.11 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 18.11 |
|---|---|
| 5-th percentile | 30.8475 |
| Q1 | 52.29 |
| median | 64.67 |
| Q3 | 75.66 |
| 95-th percentile | 84.95 |
| Maximum | 89 |
| Range | 70.89 |
| Interquartile range (IQR) | 23.37 |
Descriptive statistics
| Standard deviation | 16.23615352 |
|---|---|
| Coefficient of variation (CV) | 0.2592739594 |
| Kurtosis | -0.2520549698 |
| Mean | 62.6216129 |
| Median Absolute Deviation (MAD) | 11.61 |
| Skewness | -0.5902903968 |
| Sum | 1273473.12 |
| Variance | 263.6126812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65.82 | 13 | 0.1% |
| 68.17 | 12 | 0.1% |
| 71.37 | 12 | 0.1% |
| 65.47 | 12 | 0.1% |
| 69.68 | 12 | 0.1% |
| 72.81 | 11 | 0.1% |
| 69.58 | 11 | 0.1% |
| 64.86 | 11 | 0.1% |
| 62.5 | 11 | 0.1% |
| 77.77 | 11 | 0.1% |
| Other values (7270) | 20220 |
| Value | Count | Frequency (%) |
| 18.11 | 3 | |
| 18.13 | 1 | < 0.1% |
| 18.14 | 2 | |
| 18.15 | 1 | < 0.1% |
| 18.18 | 1 | < 0.1% |
| 18.24 | 1 | < 0.1% |
| 18.32 | 1 | < 0.1% |
| 18.34 | 1 | < 0.1% |
| 18.35 | 2 | |
| 18.36 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89 | 1 | < 0.1% |
| 88.99 | 1 | < 0.1% |
| 88.98 | 2 | |
| 88.97 | 4 | |
| 88.96 | 1 | < 0.1% |
| 88.95 | 1 | < 0.1% |
| 88.95 | 3 | |
| 88.94 | 2 | |
| 88.93 | 1 | < 0.1% |
| 88.92 | 1 | < 0.1% |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.0 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 61008 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 11834 | |
| 0.0 | 8502 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 11834 | |
| 0.0 | 8502 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 28838 | |
| . | 20336 | |
| 1 | 11834 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40672 | |
| Other Punctuation | 20336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 28838 | |
| 1 | 11834 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 61008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 28838 | |
| . | 20336 | |
| 1 | 11834 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 28838 | |
| . | 20336 | |
| 1 | 11834 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9522 |
| Missing (%) | 46.8% |
| Memory size | 159.0 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 32442 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5470 | |
| 1.0 | 5344 | |
| (Missing) | 9522 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 5470 | |
| 1.0 | 5344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 21628 | |
| Other Punctuation | 10814 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| 1 | 5344 | 24.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32442 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32442 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9522 |
| Missing (%) | 46.8% |
| Memory size | 159.0 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 32442 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 5470 | |
| 0.0 | 5344 | |
| (Missing) | 9522 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 5470 | |
| 0.0 | 5344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 21628 | |
| Other Punctuation | 10814 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| 1 | 5470 | 25.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32442 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32442 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
HospAdmTime
Real number (ℝ)
| Distinct | 7676 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -48.67841062 |
| Minimum | -3710.66 |
|---|---|
| Maximum | 23.99 |
| Zeros | 168 |
| Zeros (%) | 0.8% |
| Negative | 19912 |
| Negative (%) | 97.9% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | -3710.66 |
|---|---|
| 5-th percentile | -236.12 |
| Q1 | -34.135 |
| median | -2.77 |
| Q3 | -0.02 |
| 95-th percentile | -0.01 |
| Maximum | 23.99 |
| Range | 3734.65 |
| Interquartile range (IQR) | 34.115 |
Descriptive statistics
| Standard deviation | 143.6833182 |
|---|---|
| Coefficient of variation (CV) | -2.951684666 |
| Kurtosis | 123.0885825 |
| Mean | -48.67841062 |
| Median Absolute Deviation (MAD) | 2.75 |
| Skewness | -8.542504055 |
| Sum | -989875.48 |
| Variance | 20644.89593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02 | 3561 | 17.5% |
| -0.03 | 1635 | 8.0% |
| -0.01 | 1065 | 5.2% |
| -0.04 | 631 | 3.1% |
| -0.03 | 339 | 1.7% |
| -0.03 | 316 | 1.6% |
| -0.05 | 256 | 1.3% |
| 0 | 168 | 0.8% |
| -0.02 | 122 | 0.6% |
| -0.06 | 91 | 0.4% |
| Other values (7666) | 12151 |
| Value | Count | Frequency (%) |
| -3710.66 | 1 | |
| -3322.9 | 1 | |
| -3269.1 | 1 | |
| -3212.56 | 1 | |
| -3141.55 | 1 | |
| -2668.77 | 1 | |
| -2562.53 | 1 | |
| -2506.69 | 1 | |
| -2476.58 | 1 | |
| -2379.76 | 1 |
| Value | Count | Frequency (%) |
| 23.99 | 1 | |
| 22.04 | 1 | |
| 20.04 | 1 | |
| 17.34 | 1 | |
| 16.02 | 1 | |
| 14.65 | 1 | |
| 14.21 | 1 | |
| 14 | 1 | |
| 11.94 | 1 | |
| 10.99 | 1 |
| Distinct | 226 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.84522522 |
| Minimum | 4.5 |
|---|---|
| Maximum | 320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 8.5 |
| Q1 | 14 |
| median | 20.5 |
| Q3 | 25 |
| 95-th percentile | 30 |
| Maximum | 320 |
| Range | 315.5 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.71782428 |
|---|---|
| Coefficient of variation (CV) | 0.5621346929 |
| Kurtosis | 84.39630215 |
| Mean | 20.84522522 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 6.167088074 |
| Sum | 423908.5 |
| Variance | 137.3074058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.5 | 626 | 3.1% |
| 22 | 619 | 3.0% |
| 21 | 598 | 2.9% |
| 23.5 | 597 | 2.9% |
| 20.5 | 596 | 2.9% |
| 20 | 591 | 2.9% |
| 23 | 585 | 2.9% |
| 22.5 | 579 | 2.8% |
| 24 | 570 | 2.8% |
| 19.5 | 570 | 2.8% |
| Other values (216) | 14405 |
| Value | Count | Frequency (%) |
| 4.5 | 88 | 0.4% |
| 5 | 87 | 0.4% |
| 5.5 | 74 | 0.4% |
| 6 | 87 | 0.4% |
| 6.5 | 91 | 0.4% |
| 7 | 110 | |
| 7.5 | 149 | |
| 8 | 157 | |
| 8.5 | 206 | |
| 9 | 261 |
| Value | Count | Frequency (%) |
| 320 | 1 | < 0.1% |
| 309 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 169.5 | 1 | < 0.1% |
| 169 | 1 | < 0.1% |
| 168.5 | 5 | |
| 165.5 | 1 | < 0.1% |
| 164.5 | 1 | < 0.1% |
| 154 | 1 | < 0.1% |
| 153 | 1 | < 0.1% |
| Distinct | 350 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03360332271 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 18546 |
| Zeros (%) | 91.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.2083333333 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1431976379 |
|---|---|
| Coefficient of variation (CV) | 4.261413049 |
| Kurtosis | 27.7509207 |
| Mean | 0.03360332271 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.164975623 |
| Sum | 683.3571706 |
| Variance | 0.02050556349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18546 | |
| 1 | 203 | 1.0% |
| 0.8333333333 | 33 | 0.2% |
| 0.5882352941 | 31 | 0.2% |
| 0.9090909091 | 30 | 0.1% |
| 0.6666666667 | 27 | 0.1% |
| 0.4761904762 | 25 | 0.1% |
| 0.7142857143 | 24 | 0.1% |
| 0.5555555556 | 23 | 0.1% |
| 0.5 | 23 | 0.1% |
| Other values (340) | 1371 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 18546 | |
| 0.01785714286 | 1 | < 0.1% |
| 0.02727272727 | 1 | < 0.1% |
| 0.02950819672 | 1 | < 0.1% |
| 0.03048780488 | 1 | < 0.1% |
| 0.03146853147 | 1 | < 0.1% |
| 0.03249097473 | 1 | < 0.1% |
| 0.03272727273 | 1 | < 0.1% |
| 0.03278688525 | 1 | < 0.1% |
| 0.03358208955 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 203 | |
| 0.9090909091 | 30 | 0.1% |
| 0.9 | 17 | 0.1% |
| 0.8333333333 | 33 | 0.2% |
| 0.8181818182 | 13 | 0.1% |
| 0.7692307692 | 17 | 0.1% |
| 0.75 | 14 | 0.1% |
| 0.7142857143 | 24 | 0.1% |
| 0.6923076923 | 13 | 0.1% |
| 0.6666666667 | 27 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.0 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1790 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 61008 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 18546 | |
| 1.0 | 1790 | 8.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 18546 | |
| 1.0 | 1790 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 38882 | |
| . | 20336 | |
| 1 | 1790 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40672 | |
| Other Punctuation | 20336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38882 | |
| 1 | 1790 | 4.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 61008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 38882 | |
| . | 20336 | |
| 1 | 1790 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 38882 | |
| . | 20336 | |
| 1 | 1790 | 2.9% |
| Distinct | 228 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.85793666 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 25 |
| median | 39 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 22.30865867 |
|---|---|
| Coefficient of variation (CV) | 0.5741081639 |
| Kurtosis | 40.49091179 |
| Mean | 38.85793666 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.703211094 |
| Sum | 790215 |
| Variance | 497.6762517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 700 | 3.4% |
| 39 | 665 | 3.3% |
| 38 | 656 | 3.2% |
| 40 | 634 | 3.1% |
| 41 | 632 | 3.1% |
| 37 | 632 | 3.1% |
| 43 | 600 | 3.0% |
| 42 | 597 | 2.9% |
| 44 | 580 | 2.9% |
| 46 | 560 | 2.8% |
| Other values (218) | 14080 |
| Value | Count | Frequency (%) |
| 8 | 124 | 0.6% |
| 9 | 122 | 0.6% |
| 10 | 95 | 0.5% |
| 11 | 114 | 0.6% |
| 12 | 121 | 0.6% |
| 13 | 145 | |
| 14 | 194 | |
| 15 | 231 | |
| 16 | 274 | |
| 17 | 348 |
| Value | Count | Frequency (%) |
| 336 | 5 | |
| 335 | 1 | < 0.1% |
| 334 | 1 | < 0.1% |
| 330 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 305 | 2 | < 0.1% |
| 297 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 279 | 1 | < 0.1% |
| 277 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 101.571429 | 91.477273 | 36.778000 | 126.809524 | 87.261905 | NaN | 24.820000 | NaN | 20.714286 | 46.500000 | 0.282500 | 7.347143 | 95.333333 | 86.500000 | 16.000000 | 18.000000 | 98.0 | 9.450000 | 85.000000 | 0.700000 | NaN | 163.000000 | NaN | 2.100000 | 3.500000 | 4.200000 | 0.300000 | NaN | 36.700000 | 12.350000 | NaN | 10.200000 | NaN | 327.500000 | 83.14 | 0.0 | NaN | NaN | -0.03 | 27.5 | 0.00000 | 0.0 | 54.0 |
| 1 | 2 | 60.954545 | 97.000000 | 36.165000 | 136.600000 | 66.704545 | 44.066667 | 14.236842 | NaN | NaN | 22.000000 | NaN | NaN | NaN | NaN | NaN | 100.000000 | NaN | 7.900000 | 113.000000 | 2.500000 | NaN | 78.000000 | NaN | 2.500000 | 4.400000 | 5.100000 | NaN | NaN | 27.800000 | 9.700000 | NaN | 11.000000 | NaN | 158.000000 | 75.91 | 0.0 | 0.0 | 1.0 | -98.60 | 12.0 | 0.00000 | 0.0 | 23.0 |
| 2 | 3 | 79.611111 | 95.431818 | 37.609375 | 140.033333 | 81.048000 | 54.392857 | 25.633333 | NaN | 6.500000 | 30.666667 | 0.642857 | 7.496667 | 39.500000 | NaN | NaN | 28.666667 | NaN | 11.000000 | 99.000000 | 0.866667 | NaN | 98.000000 | NaN | 2.433333 | 2.533333 | 3.775000 | NaN | NaN | 28.650000 | 9.633333 | 30.000000 | 9.000000 | NaN | 479.666667 | 45.82 | 0.0 | 1.0 | 0.0 | -1195.71 | 24.5 | 0.00000 | 0.0 | 48.0 |
| 3 | 4 | 102.444444 | 98.203704 | 36.455000 | 113.019231 | 67.147308 | 51.428571 | 18.884615 | NaN | 0.000000 | 22.000000 | NaN | 7.390000 | 43.000000 | 97.833333 | NaN | 16.500000 | NaN | 8.200000 | 106.500000 | 0.800000 | NaN | 135.333333 | NaN | 2.050000 | 3.800000 | 4.433333 | NaN | NaN | 25.800000 | 8.300000 | 21.800000 | 7.600000 | NaN | 182.000000 | 65.71 | 0.0 | 0.0 | 1.0 | -8.77 | 15.0 | 0.00000 | 0.0 | 29.0 |
| 4 | 5 | 73.916667 | 97.500000 | 36.992222 | 132.770833 | 87.088235 | NaN | 16.500000 | NaN | NaN | 25.666667 | NaN | NaN | NaN | NaN | 20.666667 | 7.333333 | 69.0 | 8.166667 | 105.333333 | 0.633333 | NaN | 123.000000 | NaN | 2.200000 | 2.866667 | 3.566667 | 0.566667 | NaN | 42.133333 | 14.700000 | 29.000000 | 6.933333 | NaN | 279.000000 | 28.09 | 1.0 | 1.0 | 0.0 | -0.05 | 25.5 | 0.00000 | 0.0 | 48.0 |
| 5 | 6 | 100.000000 | 98.437500 | 36.600000 | 125.933333 | 88.110667 | NaN | 26.583333 | NaN | 0.000000 | 29.000000 | 0.400000 | 7.340000 | 47.000000 | NaN | NaN | 9.000000 | NaN | NaN | 111.000000 | 0.700000 | NaN | 144.666667 | 1.400000 | NaN | NaN | 3.800000 | NaN | NaN | 36.900000 | 12.200000 | NaN | 12.000000 | NaN | 298.000000 | 52.01 | 1.0 | 1.0 | 0.0 | -0.03 | 11.0 | 0.00000 | 0.0 | 17.0 |
| 6 | 7 | 120.363636 | 95.409091 | 37.842143 | 110.130682 | 74.125000 | 59.627907 | 20.909091 | NaN | -9.000000 | 16.166667 | 0.446154 | 7.330000 | 27.800000 | NaN | 452.000000 | 63.166667 | 88.0 | 7.250000 | 116.666667 | 3.766667 | NaN | 181.166667 | 2.200000 | 1.750000 | 1.966667 | 3.400000 | 1.400000 | NaN | 41.933333 | 15.440000 | 26.240000 | 8.900000 | NaN | 45.333333 | 64.24 | 1.0 | 1.0 | 0.0 | -0.05 | 23.0 | 0.00000 | 0.0 | 45.0 |
| 7 | 8 | 76.342105 | 97.805556 | 36.294545 | 109.835526 | 66.000000 | 47.618421 | 16.592105 | NaN | -8.428571 | 15.545455 | NaN | 7.346429 | 28.250000 | NaN | NaN | 29.181818 | NaN | 7.900000 | 106.545455 | 1.183333 | NaN | 105.571429 | 1.520000 | 1.957143 | 3.375000 | 4.741667 | NaN | NaN | 27.933333 | 9.633333 | NaN | 9.933333 | NaN | 258.333333 | 87.08 | 1.0 | NaN | NaN | -2.23 | 20.5 | 0.00000 | 0.0 | 40.0 |
| 8 | 9 | 112.647059 | 97.930672 | 37.618125 | 120.014706 | 81.674370 | 66.080000 | 24.194328 | NaN | 1.404255 | 27.476190 | 0.489091 | 7.367021 | 47.382979 | 90.958333 | NaN | 18.526316 | NaN | 7.882353 | 107.263158 | 0.973684 | NaN | 120.013889 | 2.245833 | 2.044444 | 3.200000 | 3.744286 | NaN | NaN | 28.793939 | 9.868519 | 32.053571 | 10.582353 | 341.75 | 263.473684 | 27.92 | 1.0 | NaN | NaN | -0.03 | 129.5 | 0.03876 | 1.0 | 258.0 |
| 9 | 10 | 77.043478 | 95.826087 | 36.880952 | 113.956522 | 73.608696 | 55.173913 | 18.652174 | NaN | -0.750000 | 24.000000 | 0.514286 | 7.387500 | 38.750000 | 97.333333 | NaN | 17.500000 | NaN | NaN | 106.666667 | 1.000000 | NaN | 105.000000 | 1.100000 | 2.100000 | NaN | 3.833333 | NaN | NaN | 30.866667 | 10.200000 | 29.900000 | 9.300000 | NaN | 111.000000 | 76.71 | 0.0 | 0.0 | 1.0 | -2.36 | 14.0 | 0.00000 | 0.0 | 23.0 |
Last rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20326 | 20634 | 86.600000 | 96.525000 | 37.310000 | 105.150000 | 67.641500 | 52.900000 | 16.537500 | NaN | 2.0 | 27.000000 | 0.540000 | 7.405000 | 44.714286 | 92.000000 | NaN | 15.000000 | NaN | NaN | 111.000000 | 0.650000 | NaN | 120.000000 | NaN | 2.200000 | NaN | 4.183333 | NaN | NaN | 28.150000 | 9.950000 | 30.00 | 8.300000 | NaN | 224.500000 | 57.26 | 1.0 | 0.0 | 1.0 | -2.90 | 12.5 | 0.000000 | 0.0 | 20.0 |
| 20327 | 20635 | 68.675000 | 96.175000 | 36.883000 | 127.706897 | 82.050000 | 63.982759 | 15.500000 | NaN | 0.0 | 24.000000 | NaN | 7.410000 | 37.000000 | NaN | NaN | 12.000000 | NaN | 7.800000 | 110.000000 | 0.800000 | NaN | 107.000000 | 1.000000 | 1.800000 | 2.200000 | 3.700000 | NaN | NaN | 28.700000 | 10.100000 | 39.95 | 9.000000 | NaN | 301.000000 | 56.75 | 1.0 | NaN | NaN | -0.01 | 22.5 | 0.000000 | 0.0 | 42.0 |
| 20328 | 20636 | 67.639535 | 96.651163 | 36.275833 | 104.616279 | 68.662791 | 47.941860 | 13.837209 | NaN | 0.0 | 23.200000 | 0.583333 | 7.368571 | 41.500000 | 87.333333 | 1033.0 | 35.200000 | 204.0 | NaN | 104.714286 | 1.350000 | NaN | 86.666667 | NaN | 1.900000 | NaN | 4.485714 | 1.8 | NaN | 28.144444 | 9.580000 | 38.30 | 5.800000 | NaN | 215.500000 | 82.36 | 0.0 | 0.0 | 1.0 | 0.32 | 26.0 | 0.000000 | 0.0 | 43.0 |
| 20329 | 20637 | 96.464286 | 97.478571 | 36.413889 | 129.803571 | 97.696429 | 75.363095 | 18.244681 | NaN | -7.0 | 17.259259 | 0.427273 | 7.267037 | 41.400000 | NaN | NaN | 61.440000 | NaN | 8.292308 | 94.388889 | 3.853846 | NaN | 208.076923 | 0.771429 | 1.878000 | 5.407692 | 5.009259 | NaN | NaN | 29.228571 | 9.585714 | 35.85 | 14.171429 | NaN | 266.857143 | 60.66 | 1.0 | 1.0 | 0.0 | -0.02 | 72.5 | 0.063380 | 1.0 | 142.0 |
| 20330 | 20638 | 79.525000 | 97.325000 | 36.625455 | 142.272727 | 90.975000 | 68.030303 | 19.862500 | NaN | NaN | 28.666667 | NaN | NaN | NaN | NaN | NaN | 17.333333 | NaN | 9.100000 | 106.666667 | 1.300000 | NaN | 98.000000 | NaN | 2.066667 | 3.500000 | 3.700000 | NaN | NaN | 37.766667 | 13.133333 | 24.80 | 7.233333 | NaN | 176.000000 | 68.38 | 1.0 | NaN | NaN | -0.02 | 22.0 | 0.000000 | 0.0 | 41.0 |
| 20331 | 20639 | 87.420000 | 98.940000 | 36.391000 | 101.354167 | 71.166667 | NaN | 19.800000 | NaN | NaN | 19.000000 | NaN | NaN | NaN | NaN | 80.0 | 32.000000 | 154.0 | 8.200000 | 105.000000 | 0.800000 | NaN | 89.000000 | NaN | 1.600000 | 4.000000 | 4.100000 | 3.1 | NaN | 28.833333 | 9.700000 | 33.40 | 18.100000 | 263.0 | 25.500000 | 59.14 | 1.0 | 1.0 | 0.0 | -0.02 | 13.5 | 0.000000 | 0.0 | 26.0 |
| 20332 | 20640 | 80.920000 | 95.620000 | 37.247917 | 126.540000 | 76.253200 | 56.166667 | 15.437500 | NaN | -3.7 | 20.000000 | 0.692308 | 7.358333 | 37.900000 | 96.750000 | NaN | 15.000000 | NaN | 7.700000 | 106.000000 | 0.700000 | NaN | 160.900000 | NaN | 2.500000 | NaN | 4.350000 | NaN | NaN | 30.620000 | 11.200000 | 35.40 | 14.300000 | NaN | 148.000000 | 74.53 | 0.0 | 0.0 | 1.0 | -59.09 | 15.0 | 0.000000 | 0.0 | 25.0 |
| 20333 | 20641 | 85.900000 | 97.023810 | 37.055000 | 116.976190 | 67.157895 | 61.214286 | 16.380952 | NaN | NaN | 30.500000 | NaN | NaN | NaN | NaN | NaN | 17.000000 | NaN | 8.850000 | 99.000000 | 0.750000 | NaN | 110.000000 | NaN | 2.250000 | 3.550000 | 3.500000 | NaN | NaN | 32.650000 | 11.100000 | 23.00 | 9.150000 | NaN | 302.500000 | 33.01 | 1.0 | NaN | NaN | -0.01 | 16.0 | 0.000000 | 0.0 | 21.0 |
| 20334 | 20642 | 96.525000 | 99.512821 | 36.457778 | 107.555556 | 74.685714 | 56.222222 | 18.062500 | NaN | 0.0 | 27.500000 | 0.466667 | 7.450000 | 34.000000 | 99.000000 | NaN | 12.000000 | NaN | 8.850000 | 106.000000 | 0.400000 | NaN | 118.000000 | NaN | 1.950000 | 4.200000 | 4.200000 | NaN | NaN | 31.333333 | 10.566667 | 27.40 | 7.533333 | NaN | 257.000000 | 69.80 | 0.0 | NaN | NaN | -10.58 | 21.5 | 0.000000 | 0.0 | 42.0 |
| 20335 | 20643 | 94.448276 | 97.178571 | 38.083750 | 148.420000 | 93.483871 | 76.760000 | 16.035714 | NaN | 0.0 | 25.666667 | 0.490909 | 7.374000 | 45.200000 | 95.200000 | 103.5 | 20.500000 | 128.5 | 8.233333 | 103.666667 | 2.100000 | NaN | 162.333333 | 1.600000 | 2.150000 | 4.025000 | 3.775000 | 0.7 | NaN | 31.166667 | 11.550000 | 29.75 | 13.950000 | NaN | 325.500000 | 62.29 | 1.0 | NaN | NaN | -0.03 | 19.0 | 0.272727 | 1.0 | 33.0 |